we are joined by martha ross, she's a senior fellow at brookins metro in washington dc. martha, good to have you. this trend of women coming out of the world place in the united states. when did you start seeing it? well, it was a paris from the very beginning. i mean, looking back to march 2020 when we started to lose 20000000 jobs ahead spinning number a lot of the job to help by women a disproportionately. and it has to do with the nature of the recession. we were in the nature of the jobs that women have because of social distance thing. suddenly going to the store, traveling, staying in hotels, all that were shut down. and those are jobs that disproportionately employ women, so they were her pretty hard. and thankfully we have been gaining jobs back. but we are still 4000000 jobs short of where we were in february 2020. and women are still hit pretty hard. there's 2300000 fewer women in the us working now. then in february 2020, before the pandemic. and the, the number for men is 1600000. right. so it's obviously huge for everyone, but it's hitting women harder if we